Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.8842975 0.9545732 0.9404621 0.0886146 0.7780488
bt 0.8842975 0.9518293 0.8467828 0.2077532 0.8030488
maxnet 0.8842975 0.9350610 0.8919589 0.1031285 0.7292683
gam 0.8677686 0.9237805 0.9057029 0.0951664 0.7786585
glm 0.8429752 0.9140244 0.8639486 0.1107249 0.6923780

Variable Importance